“…Because the parameter space in which roughness can be defined is large, algebraic correlations typically require tuning or biasing the correlations for each environment, geometry and roughness type (isolated versus distributed) (Reda 2002;Berry & Horvath 2008;Schneider 2008;King, Kegerise & Berry 2009). Semi-empirical methods are also currently being developed for instabilities in the wake of these roughness elements (Choudhari et al 2013;Sharma et al 2014;Suryanarayanan et al 2017). However, to develop these methods, more information is required to determine which instabilities dominate in the wake of a roughness element.…”